The Modern AI Stack: Architect, Deploy, and Scale Reliable AI Systems in the Cloud and Beyond (Engineered: Data, AI, and DevOps Book) by Henry V. Primeaux
English | September 22, 2025 | ISBN: N/A | ASIN: B0FS1W73YZ | 286 pages | EPUB | 1.54 Mb
The Modern AI Stack: Architect, Deploy, and Scale Reliable AI Systems in the Cloud and Beyond
Are you ready to build AI systems that don't just work in a notebook, but perform flawlessly in the real world? As businesses rush to adopt artificial intelligence, the real challenge isn't building a clever prototype-it's architecting a stack that's reliable, cost-effective, scalable, and compliant. Most teams hit roadblocks with infrastructure, security, data pipelines, or model serving long before their ideas reach production. The modern AI engineer needs more than cutting-edge models-they need a robust system blueprint.
The Modern AI Stack delivers the practical guide every developer, engineer, and leader needs to architect, deploy, and operate advanced AI solutions at scale. Whether you're designing real-time recommendations, rolling out generative assistants, or orchestrating hybrid edge deployments, this book provides a step-by-step framework to navigate every layer of today's AI infrastructure.
Inside, you'll discover:How to select and optimize compute for every workload, from cloud GPUs to edge TPUsStrategies for building bulletproof data pipelines and integrating feature storesBest practices for model versioning, reproducibility, and experiment trackingProven methods for serving, scaling, and monitoring both batch and real-time inferenceWorkflows for Retrieval Augmented Generation (RAG), agent orchestration, and vector databasesTechniques for robust observability, compliance, and governance at every stageReal-world case studies and reference architectures to shortcut your buildEach chapter cuts through hype and complexity, delivering actionable code, clear explanations, and hands-on design patterns. With a relentless focus on operational excellence, you'll learn how to future-proof your stack against shifting regulations, data drift, and rapid advances in AI hardware and frameworks.
Whether you're leading an enterprise ML project or leveling up your engineering skills, The Modern AI Stack is your ultimate resource for building resilient, production-grade AI in the cloud, on the edge, and everywhere in between.
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